Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 3511 |
| Missing cells | 6145 |
| Missing cells (%) | 10.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 466.4 KiB |
| Average record size in memory | 136.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 2 |
X.name has a high cardinality: 3511 distinct values | High cardinality |
z is highly correlated with nu and 2 other fields | High correlation |
Flux1.100m is highly correlated with Energy_Flux100 and 3 other fields | High correlation |
Energy_Flux100 is highly correlated with Flux1.100m and 2 other fields | High correlation |
Significance is highly correlated with Flux1.100m and 3 other fields | High correlation |
Variability_Index is highly correlated with Flux1.100m and 3 other fields | High correlation |
Frac_Variability is highly correlated with Variability_Index | High correlation |
Highest_Energy is highly correlated with PL_Index | High correlation |
nu is highly correlated with z and 3 other fields | High correlation |
nufnu is highly correlated with Flux1.100m and 2 other fields | High correlation |
PL_Index is highly correlated with z and 4 other fields | High correlation |
Pivot_Energy is highly correlated with z and 3 other fields | High correlation |
LP_Index is highly correlated with nu and 2 other fields | High correlation |
Gaia_G_Magnitude is highly correlated with nufnu | High correlation |
Flux1.100m is highly correlated with Energy_Flux100 and 2 other fields | High correlation |
Energy_Flux100 is highly correlated with Flux1.100m and 2 other fields | High correlation |
Significance is highly correlated with Flux1.100m and 2 other fields | High correlation |
Variability_Index is highly correlated with Flux1.100m and 2 other fields | High correlation |
PL_Index is highly correlated with Pivot_Energy and 1 other fields | High correlation |
Pivot_Energy is highly correlated with PL_Index and 1 other fields | High correlation |
LP_Index is highly correlated with PL_Index and 1 other fields | High correlation |
Flux1.100m is highly correlated with Energy_Flux100 and 1 other fields | High correlation |
Energy_Flux100 is highly correlated with Flux1.100m and 1 other fields | High correlation |
Significance is highly correlated with Flux1.100m and 1 other fields | High correlation |
Variability_Index is highly correlated with Frac_Variability | High correlation |
Frac_Variability is highly correlated with Variability_Index | High correlation |
nu is highly correlated with PL_Index | High correlation |
PL_Index is highly correlated with nu and 2 other fields | High correlation |
Pivot_Energy is highly correlated with PL_Index and 1 other fields | High correlation |
LP_Index is highly correlated with PL_Index and 1 other fields | High correlation |
Flux1.100m is highly correlated with Energy_Flux100 and 3 other fields | High correlation |
Energy_Flux100 is highly correlated with Flux1.100m and 2 other fields | High correlation |
Significance is highly correlated with Flux1.100m and 3 other fields | High correlation |
Variability_Index is highly correlated with Flux1.100m and 2 other fields | High correlation |
nufnu is highly correlated with Gaia_G_Magnitude and 1 other fields | High correlation |
PL_Index is highly correlated with Pivot_Energy and 1 other fields | High correlation |
Pivot_Energy is highly correlated with PL_Index and 1 other fields | High correlation |
LP_Index is highly correlated with PL_Index and 2 other fields | High correlation |
LP_beta is highly correlated with LP_Index | High correlation |
Gaia_G_Magnitude is highly correlated with Significance and 2 other fields | High correlation |
Label is highly correlated with Flux1.100m and 2 other fields | High correlation |
z has 1744 (49.7%) missing values | Missing |
Highest_Energy has 1495 (42.6%) missing values | Missing |
nu has 917 (26.1%) missing values | Missing |
nufnu has 917 (26.1%) missing values | Missing |
Gaia_G_Magnitude has 1068 (30.4%) missing values | Missing |
Variability_Index is highly skewed (γ1 = 30.62023575) | Skewed |
nu is highly skewed (γ1 = 50.5210659) | Skewed |
Index is uniformly distributed | Uniform |
X.name is uniformly distributed | Uniform |
Index has unique values | Unique |
X.name has unique values | Unique |
Variability_Index has unique values | Unique |
Pivot_Energy has unique values | Unique |
Frac_Variability has 900 (25.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-07 05:35:50.682778 |
|---|---|
| Analysis finished | 2021-10-07 05:36:15.006015 |
| Duration | 24.32 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 3511 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1756 |
| Minimum | 1 |
|---|---|
| Maximum | 3511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 176.5 |
| Q1 | 878.5 |
| median | 1756 |
| Q3 | 2633.5 |
| 95-th percentile | 3335.5 |
| Maximum | 3511 |
| Range | 3510 |
| Interquartile range (IQR) | 1755 |
Descriptive statistics
| Standard deviation | 1013.682725 |
|---|---|
| Coefficient of variation (CV) | 0.5772680665 |
| Kurtosis | -1.2 |
| Mean | 1756 |
| Median Absolute Deviation (MAD) | 878 |
| Skewness | 0 |
| Sum | 6165316 |
| Variance | 1027552.667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2346 | 1 | < 0.1% |
| 2335 | 1 | < 0.1% |
| 2336 | 1 | < 0.1% |
| 2337 | 1 | < 0.1% |
| 2338 | 1 | < 0.1% |
| 2339 | 1 | < 0.1% |
| 2340 | 1 | < 0.1% |
| 2341 | 1 | < 0.1% |
| 2342 | 1 | < 0.1% |
| Other values (3501) | 3501 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 3511 | 1 | |
| 3510 | 1 | |
| 3509 | 1 | |
| 3508 | 1 | |
| 3507 | 1 | |
| 3506 | 1 | |
| 3505 | 1 | |
| 3504 | 1 | |
| 3503 | 1 | |
| 3502 | 1 |
| Distinct | 3511 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.6 KiB |
| 4FGL J0001.2+4741 | 1 |
|---|---|
| 4FGL J1649.4+5235 | 1 |
| 4FGL J1645.6+6329 | 1 |
| 4FGL J1646.0-0942 | 1 |
| 4FGL J1646.6+7422 | 1 |
| Other values (3506) |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 17.00056964 |
| Min length | 17 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 3511 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 4FGL J0001.2+4741 |
|---|---|
| 2nd row | 4FGL J0001.2-0747 |
| 3rd row | 4FGL J0001.5+2113 |
| 4th row | 4FGL J0001.6-4156 |
| 5th row | 4FGL J0002.1-6728 |
Common Values
| Value | Count | Frequency (%) |
| 4FGL J0001.2+4741 | 1 | < 0.1% |
| 4FGL J1649.4+5235 | 1 | < 0.1% |
| 4FGL J1645.6+6329 | 1 | < 0.1% |
| 4FGL J1646.0-0942 | 1 | < 0.1% |
| 4FGL J1646.6+7422 | 1 | < 0.1% |
| 4FGL J1646.7-1330 | 1 | < 0.1% |
| 4FGL J1647.0+6040 | 1 | < 0.1% |
| 4FGL J1647.1+6149 | 1 | < 0.1% |
| 4FGL J1647.4-6438 | 1 | < 0.1% |
| 4FGL J1647.5+2911 | 1 | < 0.1% |
| Other values (3501) | 3501 |
Length
| Value | Count | Frequency (%) |
| 4fgl | 3511 | |
| j0003.9-1149 | 1 | < 0.1% |
| j0009.8-4317 | 1 | < 0.1% |
| j0009.7-3217 | 1 | < 0.1% |
| j0001.5+2113 | 1 | < 0.1% |
| j0001.6-4156 | 1 | < 0.1% |
| j0002.1-6728 | 1 | < 0.1% |
| j0002.3-0815 | 1 | < 0.1% |
| j0002.4-5156 | 1 | < 0.1% |
| j0003.1-5248 | 1 | < 0.1% |
| Other values (3502) | 3502 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1285 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 1744 |
| Missing (%) | 49.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7745975354 |
| Minimum | 1.7 × 10-5 |
|---|---|
| Maximum | 4.313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 1.7 × 10-5 |
|---|---|
| 5-th percentile | 0.0593705 |
| Q1 | 0.266 |
| median | 0.57 |
| Q3 | 1.13912 |
| 95-th percentile | 2.1069 |
| Maximum | 4.313 |
| Range | 4.312983 |
| Interquartile range (IQR) | 0.87312 |
Descriptive statistics
| Standard deviation | 0.664026711 |
|---|---|
| Coefficient of variation (CV) | 0.8572538392 |
| Kurtosis | 1.487931811 |
| Mean | 0.7745975354 |
| Median Absolute Deviation (MAD) | 0.373 |
| Skewness | 1.251874119 |
| Sum | 1368.713845 |
| Variance | 0.4409314729 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 8 | 0.2% |
| 0.435 | 8 | 0.2% |
| 0.47 | 7 | 0.2% |
| 0.2 | 7 | 0.2% |
| 0.6 | 7 | 0.2% |
| 0.29 | 6 | 0.2% |
| 0.45 | 6 | 0.2% |
| 0.3 | 6 | 0.2% |
| 0.4 | 6 | 0.2% |
| 0.405 | 6 | 0.2% |
| Other values (1275) | 1700 | |
| (Missing) | 1744 |
| Value | Count | Frequency (%) |
| 1.7 × 10-5 | 1 | < 0.1% |
| 3.7 × 10-5 | 1 | < 0.1% |
| 0.000927 | 3 | |
| 0.001258 | 1 | < 0.1% |
| 0.001324 | 1 | < 0.1% |
| 0.001448 | 1 | < 0.1% |
| 0.0018 | 1 | < 0.1% |
| 0.002307 | 1 | < 0.1% |
| 0.004283 | 1 | < 0.1% |
| 0.005515 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.313 | 1 | |
| 3.716 | 1 | |
| 3.647763 | 1 | |
| 3.528223 | 1 | |
| 3.45 | 1 | |
| 3.442 | 1 | |
| 3.164 | 1 | |
| 3.104 | 1 | |
| 3.033 | 1 | |
| 3.013 | 1 |
| Distinct | 1169 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.081617488 × 10-10 |
| Minimum | 1.13 × 10-11 |
|---|---|
| Maximum | 8.69 × 10-8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 1.13 × 10-11 |
|---|---|
| 5-th percentile | 9.145 × 10-11 |
| Q1 | 1.65 × 10-10 |
| median | 2.77 × 10-10 |
| Q3 | 5.81 × 10-10 |
| 95-th percentile | 2.76 × 10-9 |
| Maximum | 8.69 × 10-8 |
| Range | 8.68887 × 10-8 |
| Interquartile range (IQR) | 4.16 × 10-10 |
Descriptive statistics
| Standard deviation | 2.811761774 × 10-9 |
|---|---|
| Coefficient of variation (CV) | 3.479206704 |
| Kurtosis | 0 |
| Mean | 8.081617488 × 10-10 |
| Median Absolute Deviation (MAD) | 1.43 × 10-10 |
| Skewness | 0 |
| Sum | 2.8374559 × 10-6 |
| Variance | 7.906004276 × 10-18 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.34 × 10-10 | 21 | 0.6% |
| 1.73 × 10-10 | 20 | 0.6% |
| 1.5 × 10-10 | 18 | 0.5% |
| 1.67 × 10-10 | 17 | 0.5% |
| 1.53 × 10-10 | 16 | 0.5% |
| 1.22 × 10-10 | 16 | 0.5% |
| 1.58 × 10-10 | 16 | 0.5% |
| 1.61 × 10-10 | 15 | 0.4% |
| 1.09 × 10-10 | 15 | 0.4% |
| 2.31 × 10-10 | 14 | 0.4% |
| Other values (1159) | 3343 |
| Value | Count | Frequency (%) |
| 1.13 × 10-11 | 1 | |
| 2.23 × 10-11 | 1 | |
| 2.55 × 10-11 | 1 | |
| 3.72 × 10-11 | 1 | |
| 3.74 × 10-11 | 1 | |
| 3.75 × 10-11 | 1 | |
| 3.78 × 10-11 | 1 | |
| 3.92 × 10-11 | 1 | |
| 3.93 × 10-11 | 1 | |
| 4.03 × 10-11 | 1 |
| Value | Count | Frequency (%) |
| 8.69 × 10-8 | 1 | |
| 5.19 × 10-8 | 1 | |
| 4.85 × 10-8 | 1 | |
| 4.2 × 10-8 | 1 | |
| 3.94 × 10-8 | 1 | |
| 3.57 × 10-8 | 1 | |
| 3.55 × 10-8 | 1 | |
| 3.47 × 10-8 | 1 | |
| 2.37 × 10-8 | 1 | |
| 2.31 × 10-8 | 1 |
Energy_Flux100
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 1089 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.892555967 × 10-12 |
| Minimum | 6.49 × 10-13 |
|---|---|
| Maximum | 1.11 × 10-9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 6.49 × 10-13 |
|---|---|
| 5-th percentile | 1.35 × 10-12 |
| Q1 | 2.32 × 10-12 |
| median | 3.85 × 10-12 |
| Q3 | 7.925 × 10-12 |
| 95-th percentile | 3.2 × 10-11 |
| Maximum | 1.11 × 10-9 |
| Range | 1.109351 × 10-9 |
| Interquartile range (IQR) | 5.605 × 10-12 |
Descriptive statistics
| Standard deviation | 3.053151574 × 10-11 |
|---|---|
| Coefficient of variation (CV) | 3.086312156 |
| Kurtosis | 0 |
| Mean | 9.892555967 × 10-12 |
| Median Absolute Deviation (MAD) | 1.95 × 10-12 |
| Skewness | 0 |
| Sum | 3.4732764 × 10-8 |
| Variance | 9.321734531 × 10-22 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.25 × 10-12 | 17 | 0.5% |
| 2.41 × 10-12 | 15 | 0.4% |
| 1.51 × 10-12 | 15 | 0.4% |
| 2.23 × 10-12 | 15 | 0.4% |
| 1.7 × 10-12 | 14 | 0.4% |
| 1.9 × 10-12 | 14 | 0.4% |
| 2.85 × 10-12 | 14 | 0.4% |
| 1.85 × 10-12 | 13 | 0.4% |
| 1.63 × 10-12 | 13 | 0.4% |
| 2.24 × 10-12 | 13 | 0.4% |
| Other values (1079) | 3368 |
| Value | Count | Frequency (%) |
| 6.49 × 10-13 | 1 | |
| 6.85 × 10-13 | 1 | |
| 7.22 × 10-13 | 1 | |
| 7.26 × 10-13 | 1 | |
| 7.44 × 10-13 | 1 | |
| 7.59 × 10-13 | 1 | |
| 7.68 × 10-13 | 1 | |
| 8.04 × 10-13 | 1 | |
| 8.1 × 10-13 | 1 | |
| 8.12 × 10-13 | 1 |
| Value | Count | Frequency (%) |
| 1.11 × 10-9 | 1 | |
| 4.59 × 10-10 | 1 | |
| 4.5 × 10-10 | 1 | |
| 3.87 × 10-10 | 1 | |
| 3.54 × 10-10 | 1 | |
| 2.94 × 10-10 | 1 | |
| 2.79 × 10-10 | 1 | |
| 2.78 × 10-10 | 1 | |
| 2.32 × 10-10 | 1 | |
| 2.2 × 10-10 | 1 |
| Distinct | 3510 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.54542927 |
| Minimum | 2.4803731 |
|---|---|
| Maximum | 465.1539 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 2.4803731 |
|---|---|
| 5-th percentile | 4.393712 |
| Q1 | 6.22821135 |
| median | 9.549512 |
| Q3 | 17.5020635 |
| 95-th percentile | 57.244963 |
| Maximum | 465.1539 |
| Range | 462.6735269 |
| Interquartile range (IQR) | 11.27385215 |
Descriptive statistics
| Standard deviation | 26.49032679 |
|---|---|
| Coefficient of variation (CV) | 1.509813546 |
| Kurtosis | 60.49308424 |
| Mean | 17.54542927 |
| Median Absolute Deviation (MAD) | 4.172121 |
| Skewness | 6.289336535 |
| Sum | 61602.00218 |
| Variance | 701.7374134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.93487 | 2 | 0.1% |
| 4.092253 | 1 | < 0.1% |
| 7.0437703 | 1 | < 0.1% |
| 10.645727 | 1 | < 0.1% |
| 21.365093 | 1 | < 0.1% |
| 5.1308913 | 1 | < 0.1% |
| 5.2965446 | 1 | < 0.1% |
| 5.868326 | 1 | < 0.1% |
| 4.4862013 | 1 | < 0.1% |
| 6.542369 | 1 | < 0.1% |
| Other values (3500) | 3500 |
| Value | Count | Frequency (%) |
| 2.4803731 | 1 | |
| 2.7645068 | 1 | |
| 2.8924315 | 1 | |
| 2.8936174 | 1 | |
| 2.9986746 | 1 | |
| 3.1876202 | 1 | |
| 3.3851788 | 1 | |
| 3.4431615 | 1 | |
| 3.4574282 | 1 | |
| 3.4789908 | 1 |
| Value | Count | Frequency (%) |
| 465.1539 | 1 | |
| 349.93762 | 1 | |
| 325.52264 | 1 | |
| 298.16483 | 1 | |
| 293.38562 | 1 | |
| 291.6325 | 1 | |
| 249.90933 | 1 | |
| 238.70695 | 1 | |
| 235.64891 | 1 | |
| 230.27856 | 1 |
Variability_Index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDUNIQUE| Distinct | 3511 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.4827971 |
| Minimum | 1.4592818 |
|---|---|
| Maximum | 75011.805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 1.4592818 |
|---|---|
| 5-th percentile | 5.1214085 |
| Q1 | 10.0428365 |
| median | 16.986086 |
| Q3 | 41.4802165 |
| 95-th percentile | 480.03205 |
| Maximum | 75011.805 |
| Range | 75010.34572 |
| Interquartile range (IQR) | 31.43738 |
Descriptive statistics
| Standard deviation | 1815.497529 |
|---|---|
| Coefficient of variation (CV) | 9.632165676 |
| Kurtosis | 1110.65047 |
| Mean | 188.4827971 |
| Median Absolute Deviation (MAD) | 9.2269984 |
| Skewness | 30.62023575 |
| Sum | 661763.1008 |
| Variance | 3296031.278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.01873 | 1 | < 0.1% |
| 116.24944 | 1 | < 0.1% |
| 125.48536 | 1 | < 0.1% |
| 8.513503 | 1 | < 0.1% |
| 17.747894 | 1 | < 0.1% |
| 16.009666 | 1 | < 0.1% |
| 16.0546 | 1 | < 0.1% |
| 14.291969 | 1 | < 0.1% |
| 35.395092 | 1 | < 0.1% |
| 15.566913 | 1 | < 0.1% |
| Other values (3501) | 3501 |
| Value | Count | Frequency (%) |
| 1.4592818 | 1 | |
| 1.7286164 | 1 | |
| 1.7415787 | 1 | |
| 1.7553006 | 1 | |
| 1.8473626 | 1 | |
| 1.856234 | 1 | |
| 1.9772542 | 1 | |
| 2.0987236 | 1 | |
| 2.1350052 | 1 | |
| 2.1574743 | 1 |
| Value | Count | Frequency (%) |
| 75011.805 | 1 | |
| 56365.367 | 1 | |
| 30121.305 | 1 | |
| 20391.893 | 1 | |
| 13551.621 | 1 | |
| 13512.347 | 1 | |
| 13180.003 | 1 | |
| 9772.992 | 1 | |
| 7709.581 | 1 | |
| 7636.949 | 1 |
| Distinct | 2612 |
|---|---|
| Distinct (%) | 74.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3974951242 |
| Minimum | 0 |
|---|---|
| Maximum | 2.8267996 |
| Zeros | 900 |
| Zeros (%) | 25.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.35146597 |
| Q3 | 0.603562785 |
| 95-th percentile | 1.05974225 |
| Maximum | 2.8267996 |
| Range | 2.8267996 |
| Interquartile range (IQR) | 0.603562785 |
Descriptive statistics
| Standard deviation | 0.3668808103 |
|---|---|
| Coefficient of variation (CV) | 0.9229819134 |
| Kurtosis | 2.143309266 |
| Mean | 0.3974951242 |
| Median Absolute Deviation (MAD) | 0.27849753 |
| Skewness | 1.147187675 |
| Sum | 1395.605381 |
| Variance | 0.134601529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 900 | 25.6% |
| 0.69284904 | 1 | < 0.1% |
| 0.329615 | 1 | < 0.1% |
| 0.33301872 | 1 | < 0.1% |
| 0.5760038 | 1 | < 0.1% |
| 0.7876984 | 1 | < 0.1% |
| 0.47024375 | 1 | < 0.1% |
| 0.741502 | 1 | < 0.1% |
| 0.5559366 | 1 | < 0.1% |
| 0.25159585 | 1 | < 0.1% |
| Other values (2602) | 2602 |
| Value | Count | Frequency (%) |
| 0 | 900 | |
| 0.011821379 | 1 | < 0.1% |
| 0.012049315 | 1 | < 0.1% |
| 0.015916537 | 1 | < 0.1% |
| 0.02660892 | 1 | < 0.1% |
| 0.028162152 | 1 | < 0.1% |
| 0.02861803 | 1 | < 0.1% |
| 0.030093005 | 1 | < 0.1% |
| 0.0333596 | 1 | < 0.1% |
| 0.03687607 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.8267996 | 1 | |
| 2.573019 | 1 | |
| 2.241087 | 1 | |
| 2.2004156 | 1 | |
| 2.1307085 | 1 | |
| 2.0852263 | 1 | |
| 2.075896 | 1 | |
| 1.9659287 | 1 | |
| 1.9234755 | 1 | |
| 1.9035721 | 1 |
| Distinct | 2014 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 1495 |
| Missing (%) | 42.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.72452366 |
| Minimum | 10 |
|---|---|
| Maximum | 912.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 13.127225 |
| Q1 | 25.009475 |
| median | 44.145 |
| Q3 | 80.22065 |
| 95-th percentile | 218.41425 |
| Maximum | 912.93 |
| Range | 902.93 |
| Interquartile range (IQR) | 55.211175 |
Descriptive statistics
| Standard deviation | 91.27343931 |
|---|---|
| Coefficient of variation (CV) | 1.272555531 |
| Kurtosis | 23.94390491 |
| Mean | 71.72452366 |
| Median Absolute Deviation (MAD) | 23.20155 |
| Skewness | 4.227082631 |
| Sum | 144596.6397 |
| Variance | 8330.840723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75.5495 | 2 | 0.1% |
| 34.2597 | 2 | 0.1% |
| 65.5752 | 1 | < 0.1% |
| 38.7722 | 1 | < 0.1% |
| 37.757 | 1 | < 0.1% |
| 20.4476 | 1 | < 0.1% |
| 67.7605 | 1 | < 0.1% |
| 33.6442 | 1 | < 0.1% |
| 306.874 | 1 | < 0.1% |
| 38.8965 | 1 | < 0.1% |
| Other values (2004) | 2004 | |
| (Missing) | 1495 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 10.0057 | 1 | |
| 10.0072 | 1 | |
| 10.0235 | 1 | |
| 10.0392 | 1 | |
| 10.1128 | 1 | |
| 10.1773 | 1 | |
| 10.263 | 1 | |
| 10.2894 | 1 | |
| 10.3086 | 1 |
| Value | Count | Frequency (%) |
| 912.93 | 1 | |
| 822.041 | 1 | |
| 815.902 | 1 | |
| 813.821 | 1 | |
| 774.123 | 1 | |
| 756.636 | 1 | |
| 721.812 | 1 | |
| 712.683 | 1 | |
| 656.667 | 1 | |
| 652.312 | 1 |
| Distinct | 779 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 917 |
| Missing (%) | 26.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.905655512 × 1016 |
| Minimum | 2.11 × 1011 |
|---|---|
| Maximum | 1.8 × 1020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 2.11 × 1011 |
|---|---|
| 5-th percentile | 2.19 × 1012 |
| Q1 | 6.92 × 1012 |
| median | 3.67 × 1013 |
| Q3 | 5.605 × 1014 |
| 95-th percentile | 2.367 × 1016 |
| Maximum | 1.8 × 1020 |
| Range | 1.799999998 × 1020 |
| Interquartile range (IQR) | 5.5358 × 1014 |
Descriptive statistics
| Standard deviation | 3.543634376 × 1018 |
|---|---|
| Coefficient of variation (CV) | 39.79083147 |
| Kurtosis | 2565.284281 |
| Mean | 8.905655512 × 1016 |
| Median Absolute Deviation (MAD) | 3.4135 × 1013 |
| Skewness | 50.5210659 |
| Sum | 2.31012704 × 1020 |
| Variance | 1.255734459 × 1037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.1 × 1013 | 36 | 1.0% |
| 5.31 × 1012 | 27 | 0.8% |
| 2.09 × 1013 | 24 | 0.7% |
| 6.76 × 1012 | 23 | 0.7% |
| 5.75 × 1012 | 21 | 0.6% |
| 6.24 × 1012 | 20 | 0.6% |
| 4.52 × 1012 | 20 | 0.6% |
| 4.17 × 1012 | 19 | 0.5% |
| 9.33 × 1012 | 19 | 0.5% |
| 7.94 × 1012 | 18 | 0.5% |
| Other values (769) | 2367 | |
| (Missing) | 917 | 26.1% |
| Value | Count | Frequency (%) |
| 2.11 × 1011 | 1 | |
| 3.43 × 1011 | 1 | |
| 3.72 × 1011 | 2 | |
| 4 × 1011 | 1 | |
| 4.02 × 1011 | 1 | |
| 4.27 × 1011 | 1 | |
| 5.72 × 1011 | 1 | |
| 6.03 × 1011 | 1 | |
| 6.25 × 1011 | 1 | |
| 7.83 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 1.8 × 1020 | 1 | |
| 1.12 × 1019 | 1 | |
| 4.79 × 1018 | 1 | |
| 3.16 × 1018 | 1 | |
| 2.09 × 1018 | 1 | |
| 1.82 × 1018 | 2 | |
| 1.53 × 1018 | 1 | |
| 1.2 × 1018 | 1 | |
| 1.02 × 1018 | 1 | |
| 9.12 × 1017 | 1 |
| Distinct | 1220 |
|---|---|
| Distinct (%) | 47.0% |
| Missing | 917 |
| Missing (%) | 26.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.29251781 × 10-12 |
| Minimum | 3.61 × 10-14 |
|---|---|
| Maximum | 7.83 × 10-10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 3.61 × 10-14 |
|---|---|
| 5-th percentile | 2.3765 × 10-13 |
| Q1 | 5.52 × 10-13 |
| median | 1.18 × 10-12 |
| Q3 | 2.59 × 10-12 |
| 95-th percentile | 1.02 × 10-11 |
| Maximum | 7.83 × 10-10 |
| Range | 7.829639 × 10-10 |
| Interquartile range (IQR) | 2.038 × 10-12 |
Descriptive statistics
| Standard deviation | 1.784235934 × 10-11 |
|---|---|
| Coefficient of variation (CV) | 5.419062361 |
| Kurtosis | 0 |
| Mean | 3.29251781 × 10-12 |
| Median Absolute Deviation (MAD) | 7.6 × 10-13 |
| Skewness | 0 |
| Sum | 8.5407912 × 10-9 |
| Variance | 3.183497868 × 10-22 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.11 × 10-12 | 18 | 0.5% |
| 1.2 × 10-12 | 13 | 0.4% |
| 1.04 × 10-12 | 13 | 0.4% |
| 1.23 × 10-12 | 13 | 0.4% |
| 1.38 × 10-12 | 11 | 0.3% |
| 1.24 × 10-12 | 11 | 0.3% |
| 1.26 × 10-12 | 11 | 0.3% |
| 1.14 × 10-12 | 11 | 0.3% |
| 1.06 × 10-12 | 11 | 0.3% |
| 1.1 × 10-12 | 11 | 0.3% |
| Other values (1210) | 2471 | |
| (Missing) | 917 | 26.1% |
| Value | Count | Frequency (%) |
| 3.61 × 10-14 | 1 | |
| 4.72 × 10-14 | 1 | |
| 5.76 × 10-14 | 1 | |
| 5.91 × 10-14 | 1 | |
| 7 × 10-14 | 1 | |
| 7.57 × 10-14 | 1 | |
| 8.36 × 10-14 | 1 | |
| 8.68 × 10-14 | 1 | |
| 9.61 × 10-14 | 1 | |
| 1 × 10-13 | 2 |
| Value | Count | Frequency (%) |
| 7.83 × 10-10 | 1 | |
| 2.2 × 10-10 | 1 | |
| 2.17 × 10-10 | 1 | |
| 1.68 × 10-10 | 1 | |
| 1.42 × 10-10 | 1 | |
| 9.87 × 10-11 | 1 | |
| 9.03 × 10-11 | 1 | |
| 7.69 × 10-11 | 1 | |
| 7.55 × 10-11 | 1 | |
| 5.22 × 10-11 | 1 |
| Distinct | 3510 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.223049975 |
| Minimum | 1.3871741 |
|---|---|
| Maximum | 3.6281252 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 1.3871741 |
|---|---|
| 5-th percentile | 1.75804555 |
| Q1 | 1.9915942 |
| median | 2.2151906 |
| Q3 | 2.44395405 |
| 95-th percentile | 2.7215029 |
| Maximum | 3.6281252 |
| Range | 2.2409511 |
| Interquartile range (IQR) | 0.45235985 |
Descriptive statistics
| Standard deviation | 0.3040445834 |
|---|---|
| Coefficient of variation (CV) | 0.1367691176 |
| Kurtosis | -0.3730782006 |
| Mean | 2.223049975 |
| Median Absolute Deviation (MAD) | 0.2255795 |
| Skewness | 0.1537905432 |
| Sum | 7805.128463 |
| Variance | 0.0924431087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.1599035 | 2 | 0.1% |
| 2.2221549 | 1 | < 0.1% |
| 2.644682 | 1 | < 0.1% |
| 2.7868927 | 1 | < 0.1% |
| 2.5467908 | 1 | < 0.1% |
| 2.054367 | 1 | < 0.1% |
| 2.2120337 | 1 | < 0.1% |
| 1.8923521 | 1 | < 0.1% |
| 2.329512 | 1 | < 0.1% |
| 2.1065614 | 1 | < 0.1% |
| Other values (3500) | 3500 |
| Value | Count | Frequency (%) |
| 1.3871741 | 1 | |
| 1.4028083 | 1 | |
| 1.4354429 | 1 | |
| 1.4397179 | 1 | |
| 1.4451753 | 1 | |
| 1.4539263 | 1 | |
| 1.4755728 | 1 | |
| 1.4790579 | 1 | |
| 1.4815129 | 1 | |
| 1.4879299 | 1 |
| Value | Count | Frequency (%) |
| 3.6281252 | 1 | |
| 3.2412739 | 1 | |
| 3.213938 | 1 | |
| 3.1938415 | 1 | |
| 3.1286788 | 1 | |
| 3.0899587 | 1 | |
| 3.0814703 | 1 | |
| 3.072735 | 1 | |
| 3.060905 | 1 | |
| 3.0361822 | 1 |
Pivot_Energy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 3511 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2412.136655 |
| Minimum | 149.21089 |
|---|---|
| Maximum | 24191.277 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 149.21089 |
|---|---|
| 5-th percentile | 507.954285 |
| Q1 | 926.989785 |
| median | 1686.4983 |
| Q3 | 3035.499 |
| 95-th percentile | 6566.9824 |
| Maximum | 24191.277 |
| Range | 24042.06611 |
| Interquartile range (IQR) | 2108.509215 |
Descriptive statistics
| Standard deviation | 2371.555918 |
|---|---|
| Coefficient of variation (CV) | 0.9831764353 |
| Kurtosis | 14.84013957 |
| Mean | 2412.136655 |
| Median Absolute Deviation (MAD) | 891.1069 |
| Skewness | 3.146518364 |
| Sum | 8469011.795 |
| Variance | 5624277.471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2514.9417 | 1 | < 0.1% |
| 1468.9913 | 1 | < 0.1% |
| 562.6232 | 1 | < 0.1% |
| 5212.111 | 1 | < 0.1% |
| 1779.5173 | 1 | < 0.1% |
| 8302.16 | 1 | < 0.1% |
| 1753.0995 | 1 | < 0.1% |
| 2458.6028 | 1 | < 0.1% |
| 1481.665 | 1 | < 0.1% |
| 1717.439 | 1 | < 0.1% |
| Other values (3501) | 3501 |
| Value | Count | Frequency (%) |
| 149.21089 | 1 | |
| 226.59276 | 1 | |
| 227.4286 | 1 | |
| 232.35162 | 1 | |
| 238.38518 | 1 | |
| 239.87654 | 1 | |
| 243.93748 | 1 | |
| 249.99612 | 1 | |
| 265.56473 | 1 | |
| 273.63278 | 1 |
| Value | Count | Frequency (%) |
| 24191.277 | 1 | |
| 23111.094 | 1 | |
| 19911.414 | 1 | |
| 19730.475 | 1 | |
| 19356.787 | 1 | |
| 18747.271 | 1 | |
| 18745.232 | 1 | |
| 18572.084 | 1 | |
| 17948.922 | 1 | |
| 17868.045 | 1 |
| Distinct | 3509 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.129488959 |
| Minimum | -0.083803646 |
|---|---|
| Maximum | 3.7085202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | 0.1% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | -0.083803646 |
|---|---|
| 5-th percentile | 1.56710302 |
| Q1 | 1.8952979 |
| median | 2.1378362 |
| Q3 | 2.3887935 |
| 95-th percentile | 2.695549 |
| Maximum | 3.7085202 |
| Range | 3.792323846 |
| Interquartile range (IQR) | 0.4934956 |
Descriptive statistics
| Standard deviation | 0.3774030886 |
|---|---|
| Coefficient of variation (CV) | 0.1772270699 |
| Kurtosis | 2.51118569 |
| Mean | 2.129488959 |
| Median Absolute Deviation (MAD) | 0.2462243 |
| Skewness | -0.6314441704 |
| Sum | 7472.376758 |
| Variance | 0.1424330913 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.2337143 | 1 | < 0.1% |
| 2.456894 | 1 | < 0.1% |
| 2.3816092 | 1 | < 0.1% |
| 2.081402 | 1 | < 0.1% |
| 2.0302167 | 1 | < 0.1% |
| 1.9209092 | 1 | < 0.1% |
| 2.3368773 | 1 | < 0.1% |
| 1.6571149 | 1 | < 0.1% |
| 2.2552476 | 1 | < 0.1% |
| 2.3102636 | 1 | < 0.1% |
| Other values (3499) | 3499 | |
| (Missing) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| -0.083803646 | 1 | |
| -0.04030055 | 1 | |
| 0.039533805 | 1 | |
| 0.059569728 | 1 | |
| 0.15288317 | 1 | |
| 0.23568276 | 1 | |
| 0.34092906 | 1 | |
| 0.34984517 | 1 | |
| 0.3656294 | 1 | |
| 0.37552878 | 1 |
| Value | Count | Frequency (%) |
| 3.7085202 | 1 | |
| 3.5371132 | 1 | |
| 3.3200102 | 1 | |
| 3.3003483 | 1 | |
| 3.1707106 | 1 | |
| 3.109719 | 1 | |
| 3.0941045 | 1 | |
| 3.0882678 | 1 | |
| 3.084538 | 1 | |
| 3.07945 | 1 |
| Distinct | 3509 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1345788564 |
| Minimum | -0.1694731 |
|---|---|
| Maximum | 0.9999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 446 |
| Negative (%) | 12.7% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | -0.1694731 |
|---|---|
| 5-th percentile | -0.041589978 |
| Q1 | 0.036048003 |
| median | 0.0893292 |
| Q3 | 0.16796345 |
| 95-th percentile | 0.476179832 |
| Maximum | 0.9999999 |
| Range | 1.169473 |
| Interquartile range (IQR) | 0.131915447 |
Descriptive statistics
| Standard deviation | 0.1798445832 |
|---|---|
| Coefficient of variation (CV) | 1.336350954 |
| Kurtosis | 8.172685098 |
| Mean | 0.1345788564 |
| Median Absolute Deviation (MAD) | 0.062253555 |
| Skewness | 2.535092654 |
| Sum | 472.2372071 |
| Variance | 0.03234407409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.008456561 | 1 | < 0.1% |
| 0.05012222 | 1 | < 0.1% |
| 0.17882861 | 1 | < 0.1% |
| -0.04998778 | 1 | < 0.1% |
| 0.19511922 | 1 | < 0.1% |
| -0.02301399 | 1 | < 0.1% |
| -0.005573271 | 1 | < 0.1% |
| 0.3199641 | 1 | < 0.1% |
| 0.04522743 | 1 | < 0.1% |
| -0.041398086 | 1 | < 0.1% |
| Other values (3499) | 3499 | |
| (Missing) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| -0.1694731 | 1 | |
| -0.16309254 | 1 | |
| -0.14137726 | 1 | |
| -0.1282823 | 1 | |
| -0.12630665 | 1 | |
| -0.1243442 | 1 | |
| -0.12335034 | 1 | |
| -0.12242442 | 1 | |
| -0.12031485 | 1 | |
| -0.11859896 | 1 |
| Value | Count | Frequency (%) |
| 0.9999999 | 1 | |
| 0.99999976 | 1 | |
| 0.99999917 | 1 | |
| 0.99999833 | 1 | |
| 0.99999774 | 1 | |
| 0.99999636 | 1 | |
| 0.99999493 | 1 | |
| 0.9999908 | 1 | |
| 0.99998295 | 1 | |
| 0.9999826 | 1 |
| Distinct | 2405 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 1068 |
| Missing (%) | 30.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.67445914 |
| Minimum | 8.223742 |
|---|---|
| Maximum | 21.536264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.6 KiB |
Quantile statistics
| Minimum | 8.223742 |
|---|---|
| 5-th percentile | 16.53058 |
| Q1 | 17.8798005 |
| median | 18.7458 |
| Q3 | 19.616334 |
| 95-th percentile | 20.56578 |
| Maximum | 21.536264 |
| Range | 13.312522 |
| Interquartile range (IQR) | 1.7365335 |
Descriptive statistics
| Standard deviation | 1.283202429 |
|---|---|
| Coefficient of variation (CV) | 0.06871430221 |
| Kurtosis | 2.300411424 |
| Mean | 18.67445914 |
| Median Absolute Deviation (MAD) | 0.8697 |
| Skewness | -0.7857504658 |
| Sum | 45621.70367 |
| Variance | 1.646608473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.7663 | 2 | 0.1% |
| 20.4107 | 2 | 0.1% |
| 19.4683 | 2 | 0.1% |
| 18.0371 | 2 | 0.1% |
| 18.5711 | 2 | 0.1% |
| 18.2197 | 2 | 0.1% |
| 19.7898 | 2 | 0.1% |
| 18.075 | 2 | 0.1% |
| 18.6094 | 2 | 0.1% |
| 17.8278 | 2 | 0.1% |
| Other values (2395) | 2423 | |
| (Missing) | 1068 |
| Value | Count | Frequency (%) |
| 8.223742 | 1 | |
| 12.8144 | 1 | |
| 12.8513 | 1 | |
| 13.2695 | 1 | |
| 13.8439 | 1 | |
| 13.9053 | 1 | |
| 13.9696 | 1 | |
| 14.0341 | 1 | |
| 14.0777 | 1 | |
| 14.1566 | 1 |
| Value | Count | Frequency (%) |
| 21.536264 | 1 | |
| 21.453 | 1 | |
| 21.319252 | 1 | |
| 21.286753 | 1 | |
| 21.256605 | 1 | |
| 21.227491 | 1 | |
| 21.2074 | 1 | |
| 21.196585 | 1 | |
| 21.158234 | 1 | |
| 21.11411 | 1 |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.6 KiB |
| bcu | |
|---|---|
| bll | |
| fsrq | |
| FSRQ | 43 |
| rdg | 38 |
| Other values (9) | 57 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.214468812 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | bcu |
|---|---|
| 2nd row | bll |
| 3rd row | fsrq |
| 4th row | bcu |
| 5th row | bcu |
Common Values
| Value | Count | Frequency (%) |
| bcu | 1515 | |
| bll | 1168 | |
| fsrq | 690 | |
| FSRQ | 43 | 1.2% |
| rdg | 38 | 1.1% |
| BLL | 22 | 0.6% |
| agn | 11 | 0.3% |
| RDG | 6 | 0.2% |
| nlsy1 | 5 | 0.1% |
| css | 5 | 0.1% |
| Other values (4) | 8 | 0.2% |
Length
| Value | Count | Frequency (%) |
| bcu | 1516 | |
| bll | 1190 | |
| fsrq | 733 | |
| rdg | 44 | 1.3% |
| agn | 11 | 0.3% |
| nlsy1 | 9 | 0.3% |
| css | 5 | 0.1% |
| ssrq | 2 | 0.1% |
| sey | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Index | X.name | z | Flux1.100m | Energy_Flux100 | Significance | Variability_Index | Frac_Variability | Highest_Energy | nu | nufnu | PL_Index | Pivot_Energy | LP_Index | LP_beta | Gaia_G_Magnitude | Label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 4FGL J0001.2+4741 | NaN | 1.220000e-10 | 1.630000e-12 | 4.092253 | 20.018730 | 0.692849 | 65.5752 | 1.000000e+14 | 3.720000e-13 | 2.222155 | 2514.94170 | 2.233714 | -0.008457 | 20.414100 | bcu |
| 1 | 2 | 4FGL J0001.2-0747 | NaN | 8.230000e-10 | 9.440000e-12 | 23.369343 | 33.228680 | 0.332793 | 86.9752 | 9.120000e+13 | 1.940000e-12 | 2.104943 | 1612.61410 | 2.071893 | 0.048770 | 16.507600 | bll |
| 2 | 3 | 4FGL J0001.5+2113 | 1.10600 | 1.360000e-09 | 1.930000e-11 | 44.134697 | 1564.417600 | 1.054583 | NaN | 1.580000e+14 | 1.150000e-12 | 2.659308 | 355.78442 | 2.548151 | 0.158776 | 18.483600 | fsrq |
| 3 | 4 | 4FGL J0001.6-4156 | NaN | 3.050000e-10 | 3.390000e-12 | 15.610700 | 16.148964 | 0.327966 | 44.8521 | 7.330000e+15 | 1.900000e-12 | 1.755889 | 4009.38380 | 1.667587 | 0.069755 | 18.501900 | bcu |
| 4 | 5 | 4FGL J0002.1-6728 | NaN | 2.420000e-10 | 2.820000e-12 | 13.141449 | 13.479138 | 0.306635 | 52.1518 | NaN | NaN | 1.846469 | 3689.18950 | 1.677874 | 0.163729 | 18.418300 | bcu |
| 5 | 6 | 4FGL J0002.3-0815 | NaN | 1.170000e-10 | 6.180000e-12 | 5.012555 | 11.524589 | 0.312317 | 43.4288 | 7.590000e+13 | 3.990000e-13 | 1.989596 | 3959.91260 | 1.928235 | 0.150126 | 19.341862 | bcu |
| 6 | 7 | 4FGL J0002.4-5156 | NaN | 7.620000e-11 | 6.180000e-12 | 4.299442 | 18.140957 | 0.742365 | NaN | NaN | NaN | 1.897161 | 4530.31000 | 1.349654 | 0.641455 | 18.862066 | bcu |
| 7 | 8 | 4FGL J0003.1-5248 | NaN | 3.150000e-10 | 3.600000e-12 | 15.321319 | 5.088118 | 0.000000 | 91.6450 | NaN | NaN | 1.875063 | 3772.39180 | 1.810078 | 0.056511 | NaN | bcu |
| 8 | 9 | 4FGL J0003.2+2207 | 0.09983 | 1.350000e-10 | 1.730000e-12 | 4.466363 | 5.175135 | 0.000000 | NaN | 8.320000e+13 | 4.520000e-13 | 2.210459 | 2572.91140 | 0.769870 | 0.999689 | NaN | bll |
| 9 | 10 | 4FGL J0003.3-1928 | NaN | 4.020000e-10 | 2.590000e-12 | 14.550161 | 45.887060 | 0.644129 | NaN | 2.290000e+13 | 6.410000e-13 | 2.277573 | 953.79890 | 2.058441 | 0.246404 | 19.193900 | bcu |
Last rows
| Index | X.name | z | Flux1.100m | Energy_Flux100 | Significance | Variability_Index | Frac_Variability | Highest_Energy | nu | nufnu | PL_Index | Pivot_Energy | LP_Index | LP_beta | Gaia_G_Magnitude | Label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3501 | 3502 | 4FGL J2226.5+6901 | NaN | 1.180000e-10 | 2.130000e-12 | 5.100737 | 8.107407 | 0.000000 | 28.8426 | NaN | NaN | 1.870222 | 8342.81500 | 0.059570 | 0.999858 | 20.933817 | bcu |
| 3502 | 3503 | 4FGL J2232.3+6246 | NaN | 4.850000e-10 | 7.440000e-12 | 6.267154 | 5.945135 | 0.000000 | NaN | 1.220000e+14 | 2.120000e-12 | 2.515623 | 1549.73960 | 2.664631 | 0.170322 | 20.612793 | bcu |
| 3503 | 3504 | 4FGL J2239.4+5130 | NaN | 2.630000e-10 | 4.930000e-12 | 7.362424 | 14.102263 | 0.311968 | NaN | NaN | NaN | 2.612797 | 676.74070 | 2.270739 | 0.302584 | 19.459606 | bcu |
| 3504 | 3505 | 4FGL J2251.2+5550 | NaN | 2.170000e-10 | 2.620000e-11 | 4.492577 | 31.421417 | 1.154311 | NaN | NaN | NaN | 2.205044 | 2768.89400 | 1.542454 | 0.569084 | 18.390327 | bcu |
| 3505 | 3506 | 4FGL J2321.4+5111 | NaN | 3.630000e-10 | 3.880000e-12 | 11.281911 | 15.660920 | 0.318008 | 37.8245 | 1.910000e+14 | 1.350000e-12 | 2.170329 | 2317.68920 | 2.166008 | 0.002976 | 18.281166 | bcu |
| 3506 | 3507 | 4FGL J2325.9+6206 | NaN | 3.070000e-10 | 9.920000e-12 | 2.892431 | 8.882448 | 0.000000 | NaN | NaN | NaN | 2.772690 | 900.29254 | 2.828655 | 0.137576 | NaN | bcu |
| 3507 | 3508 | 4FGL J2329.7+6101 | NaN | 6.980000e-10 | 9.600000e-12 | 14.131985 | 18.234407 | 0.324270 | 143.7350 | NaN | NaN | 2.032000 | 4833.47100 | 1.951569 | 0.066707 | 19.632673 | bcu |
| 3508 | 3509 | 4FGL J2347.0+5141 | 0.044 | 2.850000e-09 | 3.120000e-11 | 63.325226 | 60.457447 | 0.232371 | 652.3120 | 1.570000e+16 | 1.280000e-11 | 1.814421 | 1934.72990 | 1.746501 | 0.036544 | 16.615252 | bll |
| 3509 | 3510 | 4FGL J2347.9+5436 | NaN | 3.340000e-10 | 4.760000e-12 | 14.837112 | 14.371214 | 0.292755 | 61.6106 | NaN | NaN | 1.725053 | 6385.63870 | 1.577997 | 0.188698 | 19.000740 | bcu |
| 3510 | 3511 | 4FGL J2353.5+6646 | NaN | 3.810000e-10 | 7.740000e-12 | 5.215321 | 10.430328 | 0.277803 | NaN | NaN | NaN | 2.713770 | 1027.81090 | 2.745070 | 0.046754 | NaN | bcu |